tech
Computer scientist Yann LeCun: “Intelligence really is about learning”
The AI pioneer talks about stepping down from Meta, limits of large language models.
TL;DR
- Yann LeCun is leaving Meta to found a new startup focused on "Advanced Machine Intelligence" (AMI).
- LeCun's new approach centers on "world models" that learn from videos and spatial data, aiming for a deeper understanding of the physical world.
- He is critical of large language models (LLMs), considering them a "dead end" for achieving superintelligence.
- LeCun co-developed convolutional neural networks and is a recipient of the Turing Award for his contributions to deep learning.
- His previous work at AT&T Bell Labs led to systems used in image recognition and check reading.
- He joined Facebook (now Meta) in 2013 to establish the Facebook Artificial Intelligence Research (FAIR) lab.
- LeCun expressed frustration with Meta's recent focus on LLMs and a perceived communication breakdown in the generative AI unit.
- Meta's new AI leadership under Alexandr Wang is seen by LeCun as inexperienced in research practices.
- The new startup aims to create "neolabs" dedicated to fundamental research in AI.
- LeCun believes increasing global intelligence is crucial for reducing suffering and improving decision-making.